Muhammad Marwan Muhammad Fuad

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 25

Top Venues

University of Southern Brittany, Morbihan, France (PHD)

Education History

University of Southern Brittany, Morbihan, France

PHD

Publications

Muhammad Marwan Muhammad Fuad
Fast Classification of Large Time Series Datasets. CoRR (2023)
Muhammad Marwan Muhammad Fuad
Evolutionary algorithms for modeling non-equilibrium population. Appl. Soft Comput. 115 (2022)
Muhammad Marwan Muhammad Fuad
TSAX is Trending. ICCS (2) (2021)
Muhammad Marwan Muhammad Fuad
TSAX is Trending. CoRR (2021)
Muhammad Marwan Muhammad Fuad
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification. DaWaK (2020)
Muhammad Marwan Muhammad Fuad
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification. CoRR (2020)
Muhammad Marwan Muhammad Fuad
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information. CoRR (2020)
Muhammad Marwan Muhammad Fuad
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information. MDAI (2020)
Robert Kerr, Muhammad Marwan Muhammad Fuad
A Real-Time Lazy Eye Correction Method for Low Cost Webcams. KES (2019)
Muhammad Marwan Muhammad Fuad
Applying nature-inspired optimization algorithms for selecting important timestamps to reduce time series dimensionality. Evol. Syst. 10 (1) (2019)
Biveeken Vijayakumar, Muhammad Marwan Muhammad Fuad
A New Method to Identify Short-Text Authors Using Combinations of Machine Learning and Natural Language Processing Techniques. KES (2019)
Muhammad Marwan Muhammad Fuad
Applying Nature-Inspired Optimization Algorithms for Selecting Important Timestamps to Reduce Time Series Dimensionality. CoRR (2018)
Muhammad Marwan Muhammad Fuad
Aggressive pruning strategy for time series retrieval using a multi-resolution representation based on vector quantization coupled with discrete wavelet transform. Expert Syst. J. Knowl. Eng. 34 (1) (2017)
Muhammad Marwan Muhammad Fuad, Søren Besenbacher
Modeling non-equilibrium population using variable-chromosome-length genetic algorithm. CEC (2017)
Muhammad Marwan Muhammad Fuad
An Experimental Evaluation of the Adaptive Sampling Method for Time Series Classification and Clustering. ICPRAM (2016)
Muhammad Marwan Muhammad Fuad
Variable-Chromosome-Length Genetic Algorithm for Time Series Discretization. DEXA (2) (2016)
Muhammad Marwan Muhammad Fuad
A differential evolution optimization algorithm for reducing time series dimensionality. CEC (2016)
Muhammad Marwan Muhammad Fuad
Optimized Word-Size Time Series Representation Method Using a Genetic Algorithm with a Flexible Encoding Scheme. AI*IA (2016)
Muhammad Marwan Muhammad Fuad
Multi-objective Optimization for Clustering Microarray Gene Expression Data - A Comparative Study. KES-AMSTA (2015)
Muhammad Marwan Muhammad Fuad
A Haar Wavelet-based Multi-resolution Representation Method of Time Series Data. ICAART (2) (2015)
Muhammad Marwan Muhammad Fuad
Chemo-inspired Genetic Algorithm for Optimizing the Piecewise Aggregate Approximation. ICORES (2015)
Muhammad Marwan Muhammad Fuad
Optimized Multi-Resolution Indexing and Retrieval Scheme of Time Series. EPIA (2015)
Muhammad Marwan Muhammad Fuad
Hierarchical Clustering of DNA Microarray Data Using a Hybrid of Bacterial Foraging and Differential Evolution. TPNC (2015)
Muhammad Marwan Muhammad Fuad
Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks. EvoApplications (2015)
Muhammad Marwan Muhammad Fuad
On the Application of Bio-Inspired Optimization Algorithms to Fuzzy C-Means Clustering of Time Series. ICPRAM (1) (2015)
Muhammad Marwan Muhammad Fuad
A Hybrid of Bacterial Foraging and Differential Evolution -based Distance of Sequences. KES (2014)
Muhammad Marwan Muhammad Fuad
Differential Evolution-Based Weighted Combination of Distance Metrics for k-means Clustering. TPNC (2014)
Muhammad Marwan Muhammad Fuad
A Synergy of Artificial Bee Colony and Genetic Algorithms to Determine the Parameters of the Σ-Gram Distance. DEXA (2) (2014)
Muhammad Marwan Muhammad Fuad
One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification. CoRR (2014)
Muhammad Marwan Muhammad Fuad
A Weighted Minimum Distance Using Hybridization of Particle Swarm Optimization and Bacterial Foraging. PRICAI (2014)
Muhammad Marwan Muhammad Fuad
One-Step or Two-Step Optimization and the Overfitting Phenomenon - A Case Study on Time Series Classification. ICAART (1) (2014)
Muhammad Marwan Muhammad Fuad
Parameter-Free Extended Edit Distance. DaWaK (2014)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Towards a faster symbolic aggregate approximation method CoRR (2013)
Muhammad Marwan Muhammad Fuad
Towards Normalizing the Edit Distance Using a Genetic Algorithms Based Scheme. CoRR (2013)
Muhammad Marwan Muhammad Fuad
ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams. CoRR (2013)
Muhammad Marwan Muhammad Fuad
When Optimization Is Just an Illusion. ADMA (1) (2013)
Muhammad Marwan Muhammad Fuad
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation. CoRR (2013)
Muhammad Marwan Muhammad Fuad
A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems. ADMA (2) (2013)
Muhammad Marwan Muhammad Fuad
Differential evolution versus genetic algorithms: towards symbolic aggregate approximation of non-normalized time series. IDEAS (2012)
Muhammad Marwan Muhammad Fuad
ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams. AusDM (2012)
Muhammad Marwan Muhammad Fuad
Using Differential Evolution to Set Weights to Segments with Different Information Content in the Piecewise Aggregate Approximation. KES (2012)
Muhammad Marwan Muhammad Fuad
Genetic Algorithms-Based Symbolic Aggregate Approximation. DaWaK (2012)
Muhammad Marwan Muhammad Fuad
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation. ADMA (2012)
Muhammad Marwan Muhammad Fuad
Towards Normalizing the Edit Distance Using a Genetic Algorithms-Based Scheme. ADMA (2012)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup Tables. KES (1) (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces. ADMA (1) (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Speeding-Up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-Dirty Filter. ICSC (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Multi-resolution approach to time series retrieval. IDEAS (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Towards a Faster Symbolic Aggregate Approximation Method. ICSOFT (1) (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
The multi-resolution extended edit distance. Infoscale (2008)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
The extended edit distance metric. CBMI (2008)
Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau
Extending the Edit Distance Using Frequencies of Common Characters. DEXA (2008)
Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau
The Extended Edit Distance Metric CoRR (2007)

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Publication Activity (10 Years)

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Muhammad Marwan Muhammad Fuad